Publications

You can also find my articles on my Google Scholar profile.
dise Stream4D: 4D-Consistency for Streaming Autoregressive Diffusion Video Models
Yuanhao Ban, Jiaqi Feng, Hengguang Zhou, Xiaohuan Pei, Justin Cui, Cho-Jui Hsieh
arXiv preprint arXiv:2608.19556, 2026
[Paper] [Project Page]

Stream4D improves consistency and preserves natural motion in streaming autoregressive video generation using dynamic 4D reconstruction rewards and a motion prior.

dise One-Forcing: Towards Stable One-Step Autoregressive Video Generation
Jiaqi Feng, Justin Cui, Yuanhao Ban, Cho-Jui Hsieh
arXiv preprint arXiv:2605.23458, 2026
[Paper] [Code] [Project Page]

One-Forcing enables stable one-step autoregressive video generation by augmenting DMD-based causal distillation with a shared noised-latent adversarial critic.

dise Astra: General Interactive World Model with Autoregressive Denoising
Yixuan Zhu*, Jiaqi Feng*, Wenzhao Zheng, Yuan Gao, Xin Tao, Pengfei Wan, Jie Zhou, Jiwen Lu
The Fourteenth International Conference on Learning Representations (ICLR), 2026
[Paper] [Code] [Project Page]

We introduce Astra, an interactive world model that delivers realistic long-horizon video rollouts under a wide range of scenarios and action inputs.